During his time as a student in Mannheim he worked on the MoCA project, a library for image and video processing, and Melanee, a deep-modeling (or multi-level modeling) workbench. He added new features to these projects, e.g., ghosting removal for HDR images and video retargeting with seam carving using CUDA. In 2010 he also completed an internship in software engineering at IBM.